Commit Graph
283 Commits
Author SHA1 Message Date
Yash JainandClaude Fable 5 f7e87e7cfd [Bugfix][Diffusion] Apply MagCache residual once per skipped step (#5561)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-30 07:09:25 -07:00
evanchuenganddavid6666666 744c65b730 [Feature] Distributed layerwise offload with DP multi-concurrency + mmap weight… (#5397)
Signed-off-by: evanchueng <evanchueng@outlook.com>
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: david6666666 <530634352@qq.com>
2026-07-30 13:35:38 +00:00
TaffyOfficialandTaffyOfficial 0c88f8a0b6 [Refactor] Normalize diffusion request extra arguments in Chat serving (#5171)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
2026-07-30 07:08:12 +00:00
TJian d50ea9fccc [ROCm] [CI] Fix ROCm CI for v0.26.0 (#5528)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-07-30 11:27:32 +08:00
Mu GuanLin 1b718f7b15 [Feat] [CI] [bugfix] Generalize LTX CFG parallelism to the complete guidance plan (#5547)
Signed-off-by: mglyn <1203789601@qq.com>
2026-07-29 17:40:40 +00:00
zzhanddengyunyang dba05c3517 Enable Diffusion Image models asynchronous output (#4981)
Signed-off-by: zzh <943967662@qq.com>
Co-authored-by: dengyunyang <584797741@qq.com>
2026-07-29 17:21:55 +00:00
wangyu 7c17111ff5 [Refactor][CI] Reorganize test tree, and move slow e2e to weekly (#4951)
Signed-off-by: wangyu <410167048@qq.com>
2026-07-29 23:53:03 +08:00
Mu GuanLin 12d75cf63a [Feature] Add official LTX multimodal guidance and precision guard (#5148)
Signed-off-by: mglyn <1203789601@qq.com>
2026-07-28 10:44:25 +00:00
cbab1d4d8f [Rebase] Rebase to vllm 0.26.0 (#5443)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: tzhouam <tzhouam@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: tzhouam <tzhouam@gmail.com>
2026-07-27 23:35:49 +08:00
SYLARandlishunyang12 7762d664d8 [Attention] Add trtllm diffusion attention backend with Skip-Softmax (#5283)
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
2026-07-27 22:48:11 +08:00
e108cbb510 [NPU][HunyuanImage3] Adapt diffusion FusedMoE for vLLM >= 0.24.0 (#5167)
Signed-off-by: betta18 <jiangmengyu1@huawei.com>
Signed-off-by: jiangmengyu18 <56633611+jiangmengyu18@users.noreply.github.com>
Co-authored-by: betta18 <jiangmengyu1@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-27 22:41:34 +08:00
Zeyu Huang | 黃澤宇 eaf90d8eff [Frontend] Add midway prompt update for streaming video generation (#4652)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
2026-07-27 14:07:43 +08:00
TaffyOfficialandTaffyOfficial 93786c9cd3 [perf] Add configurable diffusion compile granularity (#4603)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
2026-07-24 15:22:06 +00:00
84bbd57e4d [Feature] Add AllGather-KV sequence-parallel attention str… (#4968)
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Signed-off-by: dph97 <nenbaying@163.com>
Signed-off-by: zhuhh97 <zhh@unknown>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: dengyunyang <584797741@qq.com>
2026-07-24 14:45:26 +00:00
Yang_wdrs 8927ec057c [Refactor][1/N]diffusion/cache: cache-dit (#5226)
Signed-off-by: yangjianjuan <66548561+yangjianjuan@users.noreply.github.com>
2026-07-24 22:42:45 +08:00
Diya Peng acf941da4d [Diffusion] Add VAE patch parallel support for FLUX.2-dev (#5292)
Signed-off-by: dpeng123 <diyapeng123@gmail.com>
2026-07-24 07:00:57 +00:00
Diya Peng b471a5cf23 [Diffusion] Add FLUX.2-dev CPU Offload (Layerwise) (#5256)
Signed-off-by: dpeng123 <diyapeng123@gmail.com>
2026-07-23 14:53:04 +08:00
bjf-frzandHongsheng Liu be667a8067 [Refact] Refactor diffusion output streaming (#5166)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-23 10:06:08 +08:00
汪志鹏 f44649ffd0 [Refactor]: Remove sensenova examples (#5201)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
2026-07-22 15:36:00 +00:00
Zeyu Huang | 黃澤宇andHongsheng Liu 9479720f81 [Refactor]: clean up diffusion model runner surface (#5218)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-22 17:07:36 +08:00
f43d761c26 [Refactor]: clean up diffusion worker interfaces (#5217)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-22 17:07:09 +08:00
Mu GuanLin 39e83e27f0 [Bug][CI] Pin the LTX FP8 quality gate to its established sigma schedule (#5302)
Signed-off-by: mglyn <1203789601@qq.com>
2026-07-22 14:36:32 +08:00
e39f4dddfb [Refactor]: clean up diffusion scheduler interfaces (#5216)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-07-22 14:05:49 +08:00
Zeyu Huang | 黃澤宇 2cf5f57b3e [Refactor]: clean up diffusion executor lifecycle (#5215)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
2026-07-22 09:30:59 +08:00
JaeandCursor ee33954dff [Model] Support Boogu/Boogu-Image-0.1-Base and Boogu/Boogu-Image-0.1-Edit (#4995)
Signed-off-by: zzehli <jaeli_ottawa@outlook.com>
Signed-off-by: jl <jaeli_ottawa@outlook.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-07-21 18:58:56 +00:00
akshatvishu d34b91722f [BugFix][Diffusion] Preserve image payloads with reasoning metadata (#5238)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
2026-07-22 00:49:18 +08:00
wtz2333andhsliuustc0106 5a6a93dc5f [diffusion][model] Add LingBot Video dense and MoE support (#5035)
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
Signed-off-by: wtz2333 <2955110911@qq.com>
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com>
2026-07-21 17:27:29 +08:00
bastefaniak 2f33df4678 [bugfix] Cosmos3 edge fix config use_k_norm_und_for_gen name (#5239)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
2026-07-21 07:56:31 +00:00
zhumingjue138 4d799997d3 [Bugfix] Fix issue 5205, add trust-remote-code (#5213)
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
2026-07-20 15:20:53 +00:00
Mu GuanLin a06664a243 [Refactor] Unify the LTX-2 and LTX-2.3 pipeline runtime (#5147)
Signed-off-by: mglyn <1203789601@qq.com>
2026-07-20 20:02:30 +08:00
Diya Penganddiyapeng 6cd1ff7e64 [Quantization] Add FLUX.2-dev Mistral TE online FP8 support (#5136)
Signed-off-by: diyapeng <50388704+diyapeng@users.noreply.github.com>
Co-authored-by: diyapeng <50388704+diyapeng@users.noreply.github.com>
2026-07-20 16:16:31 +08:00
wangyu 907f932b72 [CI][Test] Tier diffusion offloader CI and reduce gpu_4_queue merge usage and fix #5182 (#5185)
Signed-off-by: wangyu <410167048@qq.com>
2026-07-18 17:15:17 +08:00
Alex Steiner ae949d129f [Bugfix][Quantization] Remap ModelOpt NVFP4 scale tensors (#5087)
Signed-off-by: Alex Steiner <asteiner@nvidia.com>
2026-07-16 12:33:57 -07:00
bastefaniak 85f7a5b374 Add Cosmos3 Edge and Distilled checkpoints support (#5001)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
2026-07-16 09:39:40 -07:00
f84f0e72fd [Bug Fix] Hunyuan image cfg bugfix (#4752)
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Signed-off-by: dph97 <nenbaying@163.com>
Co-authored-by: zhuhh97 <z00806815@gmail.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-15 13:08:15 +08:00
wkutak a7b6a174bc Fix loading of ModelOpt FP8 checkpoints for Cosmos3 (#5076)
Signed-off-by: Wojciech Kutak <wkutak@nvidia.com>
2026-07-14 17:33:27 -07:00
bjf-frz 1a4a042a83 [REFACT]Refactor diffusion outputs to payload metadata (#4922)
Signed-off-by: bjf-frz <frz123db@gmail.com>
2026-07-14 17:24:03 +08:00
Alex Steiner 4b9d09cb87 [Bugfix][Quantization] Support packed parameters with HSDP (#5088)
Signed-off-by: Alex Steiner <asteiner@nvidia.com>
2026-07-14 08:24:26 +00:00
Diya Penganddiyapeng e0570a0859 [Quantization] Add BitsAndBytes W4 online quantization for diffusion transformer (#5037)
Signed-off-by: diyapeng <50388704+diyapeng@users.noreply.github.com>
Co-authored-by: diyapeng <50388704+diyapeng@users.noreply.github.com>
2026-07-14 15:48:48 +08:00
Rahul Steiger 66b9ad287a Extend Cosmos3 CPU offloading to component and layerwise paths (#4695) 2026-07-13 09:48:53 +00:00
Isotr0py b95905deb1 [Quantization] Migrate GGUF diffusion model support to OOT plugin (#4769)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
2026-07-11 18:48:43 +00:00
Samit b96bc5ac87 Support HuggingFace kernels package for native diffusion attention backends (#4926)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
2026-07-08 14:34:36 +08:00
Ting FU 815abce2ba [BugFix] fix possible shape mismatch when using ROPE (#4655)
Signed-off-by: Semmer <semmer@live.cn>
2026-07-07 17:54:39 +08:00
TaffyOfficialandzuiho 66ec3a2aff [Bugfix] Fix HunyuanImage3 MoE groups for vLLM 0.24 (#4893)
Signed-off-by: zuiho <2324465096@qq.com>
Co-authored-by: zuiho <2324465096@qq.com>
2026-07-05 15:37:42 +00:00
Aleksi VesantoandWeiQing Chen 0455bffc37 [ROCm][Perf] Add ROCm support for MXFP4 (w4a4) online quantization (#4104)
Signed-off-by: Aleksi Vesanto <avesanto@amd.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
2026-07-03 13:17:32 +08:00
akshatvishu 04f400d36c [Bugfix] Report stepwise Qwen-Image profiler metrics (#4517)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
2026-07-03 04:32:22 +00:00
Mu GuanLin 3023bc40c2 [Feature][Refactor] LTX-2.3 I2V Support, Public Examples, and Shared Pipeline Refactor (#4739)
Signed-off-by: mglyn <1203789601@qq.com>
2026-07-03 11:29:22 +08:00
CAICAII b443504d61 [Diffusion] Add Diffusers quantization config bridge (#3837)
Signed-off-by: CAICAIIs <3360776475@qq.com>
2026-07-03 03:06:44 +00:00
Jiaqian Liu f00caf35c4 [image][bugfix] Fix HunyuanImage3 bridge request batching (#4849)
Signed-off-by: Celeste-jq <591998922@qq.com>
2026-07-03 02:58:13 +00:00
Sean Gillen 431a7c71ac [Model] Cosmos3: Skip unused action conditioning frames (#4789)
Signed-off-by: Sean Gillen <sgillen@nvidia.com>
2026-07-03 01:45:44 +00:00